AI, SaaS & Software Development for Professional Services
GrayCyan helps professional services, advisory, and brokerage businesses build digital products, add engineering capacity, and automate repetitive work with AI.
From SaaS platforms, MVPs, mobile apps, and client portals to AI automation, integrations, and dedicated engineering teams, we build technology around the way your business actually works.
As featured in
PROBLEMS WE SOLVE
What Professional Services Businesses Come to Us to Fix
If any of these sound familiar, you’re in the right place.
"We need to build or productize a digital service."
You have a SaaS idea, client portal, internal platform, mobile app, AI product, or software concept that could turn part of your service into a scalable digital experience, but need the product and engineering expertise to build it.
SaaS & MVP Development
"Our technology roadmap needs more capacity."
You know what needs to be built, but your internal product or technology team is stretched. Add AI engineers, full-stack developers, integration specialists, QA, and DevOps capacity without waiting through a long hiring cycle.
Engineering Capacity
"Too much expert time is still spent on manual work."
Senior people are still searching documents, preparing reports, updating CRM, processing client requests, building proposals, and moving information between systems manually.
AI & Automation
Nishkam Batta
Founder & CEO, GrayCyan LLC
Ex-Sales Engineer, $15Bn Engineering Company
AI Engineer (MIT Sloan) since 2018
ROOTED IN EXPERIENCE
Built Around How Complex Work Actually Gets Done
Nish began his career as an engineer inside a $15Bn engineering organization, where complex work depended on people finding the right information, coordinating across teams, preparing technical deliverables, and moving data between disconnected systems.
Those same problems exist across professional services. The systems may be different, but the friction is familiar: expertise trapped in documents, senior people repeating lower-value work, disconnected CRM and project systems, manual client reporting, and processes that become harder to scale as the business grows.
GrayCyan combines AI, software and SaaS development, engineering capacity, integrations, and automation to turn those processes into technology that is easier to use, repeat, and scale.
WE’RE AN AI & SOFTWARE DEVELOPMENT COMPANY FOR PROFESSIONAL SERVICES
Built for Knowledge, Advisory & Relationship-Driven Businesses
Professional services firms, advisory companies, and brokerages rely on expertise, relationships, documents, and repeatable client workflows. We build AI, software, SaaS products, integrations, and automation around the way these businesses actually deliver their services.
Consulting & Advisory
AI and software for research, proposals, client deliverables, internal knowledge, reporting, project workflows, and reusable intellectual capital.
KNOWLEDGE AI
REPORTING
workflows
Accounting & Tax
Applications and automation for documents, reconciliations, client requests, reporting, internal knowledge, review workflows, and service delivery.
DOCUMENT AI
portals
AUTOMATION
data
Legal & Legal Services
Knowledge systems, document-heavy workflows, client portals, internal applications, research tools, and AI-assisted information retrieval.
rag
document Ai
portals
Agencies & Creative Services
Software and automation around intake, project delivery, approvals, reporting, client collaboration, content operations, and internal workflows.
projects
approvals
crm
Brokerage & Transaction Services
AI and software for lead intake, listings, matching, client portals, CRM, document workflows, follow-ups, transaction coordination, and reporting across relationship-driven brokerage businesses.
crm
portals
automation
Engineering & Technical Services
Software and AI for proposals, specifications, engineering knowledge, project workflows, technical documentation, reporting, and client delivery.
rag
projects
integration
SAAS PRODUCT DEVELOPMENT
From MVP to Production-Ready SaaS
Launching software involves much more than building screens and connecting a database. The product needs an architecture that supports users, permissions, integrations, releases, data, security, performance, and continued development.
GrayCyan designs and builds SaaS platforms, AI products, web and mobile applications, customer portals, internal software, and new digital ventures. We can launch an MVP, take over an existing codebase, modernize a platform, or extend a mature product with new capabilities.
Our teams cover product architecture, UX, frontend, backend, APIs, databases, AI, cloud infrastructure, QA, deployment, and ongoing engineering.
MVP
Validate and launch faster
WEB & APPS
Products built around your users
SAAS
Architecture designed to grow
ENGINEERING CAPACITY
Add the Engineering Expertise Your Roadmap Needs
Not every engagement requires outsourcing an entire product. Sometimes you already have the product, architecture, leadership, and roadmap, but simply need more experienced engineers to move it forward.
GrayCyan can add AI, full-stack, backend, frontend, integration, QA, and cloud engineering capacity alongside your existing team. Resources can own a defined workstream, expand an existing product team, or stay engaged as ongoing development capacity.
EMBEDDED WITH YOUR TEAM
Engineering capacity without the hiring cycle
LLM applications, RAG, AI agents, knowledge systems, document intelligence, machine learning, and AI-enabled product features.
Frontend, backend, APIs, databases, SaaS platforms, portals, web applications, and mobile applications.
CRM, accounting, project systems, Microsoft 365, third-party APIs, middleware, data pipelines, and custom system integrations.
Testing, deployment, infrastructure, CI/CD, monitoring, and production support.
BUILT FOR SAAS & TECHNOLOGY
Technology Has to Fit the Way Experts Work
Professional services technology has a different challenge. The work is rarely a simple transaction. It involves judgment, documents, context, client-specific requirements, handoffs, and expertise that cannot simply be converted into a rigid workflow.
KNOWLEDGE-INTENSIVE
Built around expertise, not just data
Applications need to work with documents, prior deliverables, research, policies, project history, client information, and the institutional knowledge professionals use to make decisions.
client-facing
Designed around the client experience
Technology should make it easier for clients to provide information, access deliverables, understand status, collaborate with your team, and receive services without creating more administration internally.
Compliance
Built for work that changes by client
Professional services workflows include exceptions, approvals, reviews, judgment calls, and client-specific requirements. Software needs enough structure to create consistency without making the process inflexible.
Knowledge-First
Capture what your firm knows
Make institutional knowledge easier to find, reuse, and apply.
Client-Centred
Improve how clients interact with your firm
Build portals and digital experiences around the service relationship.
Human-in-the-Loop
Keep professional judgment where it belongs
Use AI to assist with information work while professionals retain control over important outputs and decisions.
Let’s
Talk
If You’re Scaling a Professional Services Business, Let’s Have a Conversation.
CLIENT RESULTS
What this looks like in practice
85%
Reduction in manual data entry
ERP middleware automation
MANUFACTURING
AI AUTOMATION
90%
FASTER REPORTING
Engineering Proposals Automated
SOFTWARE
PORTAL
AI DEV
INDUSTRY
100%
System Uptime
Post-migration stability restored
SAAS
AI Chatbot
FINANCIAL
Engineering Capacity
3X
higher perceived response quality
Emotion-aware AI governance layer
SAAS
AI DEV
SERVICES
HOW WE SOLVE IT
Where We Apply AI & Software in Professional Services
From business development and knowledge management to client delivery and internal operations, we focus on areas where better software, connected data, and AI can remove friction and help firms scale expertise.
01
Proposals, RFPs & Business Development
Use firm knowledge, CRM data, prior work, credentials, case studies, and templates to accelerate proposals, RFP responses, capability statements, pitches, and other business development deliverables.
02
Knowledge & Expertise Management
Make policies, methodologies, research, past projects, client deliverables, templates, and internal know-how searchable and reusable across the organization.
03
Client Portals & Digital Delivery
Build secure client experiences for intake, documents, deliverables, project or transaction status, collaboration, reporting, approvals, requests, and digital services.
04
Project & Engagement Operations
Connect intake, staffing, project management, time, CRM, documents, reporting, approvals, and other systems around the lifecycle of a client engagement.
05
Reporting & Deliverable Automation
Reduce repetitive work involved in assembling data, preparing recurring reports, generating drafts, summarizing findings, and producing structured client outputs.
06
Internal Operations & Administration
Reduce manual work across finance, CRM, scheduling, onboarding, document processing, data entry, internal requests, follow-ups, and other back-office processes.
FULL CAPABILITIES
Everything We Can Help You With
SaaS Product Development
MVP Design & Development
Custom Software Development
Web Application Development
Mobile App Development
AI Application Development
AI Features for Existing Products
AI Assistants & Copilots
RAG & Knowledge Systems
AI Agents & Agentic Systems
Intelligent Search
Document Intelligence
Multi-Tenant Architecture
Role-Based Access Control
SSO & Authentication
Subscription & Account Management
Customer Portals
Administration Portals
Marketplace Development
API Development
Backend Development
Frontend Development
Third-Party Integrations
Webhooks & Middleware
Data Integration & Synchronization
Legacy Application Modernization
Cloud Migration & Modernization
Database Architecture
Performance Optimization
Technical Debt Reduction
QA & Automated Testing
CI/CD & DevOps
Cloud Infrastructure
Application Monitoring & Observability
AI Monitoring & Evaluation
Dedicated AI Engineers
Full-Stack Developers
Backend & Frontend Developers
Integration Engineers
QA Engineers
DevOps & Cloud Engineers
Dedicated Product Development Teams
Embedded Engineering Resources
Ongoing Product Development
Software Maintenance & Support
SAAS, MVP & SOFTWARE
SaaS Product Development
MVP Design & Development
Custom Software Development
Web Application Development
Mobile Application Development
Client Portal Development
Internal Business Applications
Marketplace Development
Custom Dashboards
Reporting Applications
API & Backend Development
Legacy Application Modernization
Cloud Application Development
AI & AUTOMATION
AI Application Development
AI Assistants & Copilots
RAG & Knowledge Systems
Enterprise Search
AI Agents & Agentic Systems
Document Intelligence
Document Extraction & Classification
Proposal & RFP Automation
Report Generation
Knowledge Capture Systems
Client Intake Automation
Workflow Automation
CRM Automation
INTEGRATIONS
CRM Integration
Project Management Integration
ERP & Accounting Integration
Microsoft 365 & SharePoint Integration
Google Workspace Integration
Third-Party Integrations
Data Integration & Synchronization
APIs & Middleware
ENGINEERING CAPACITY
Dedicated AI Engineers
Full-Stack Developers
Backend Developers
Frontend Developers
Integration Engineers
QA Engineers
DevOps & Cloud Engineers
Dedicated Development Teams
Embedded Engineering Resources
Embedded Engineering Resources
Embedded Engineering Resources
SSO & Authentication
QA & Automated Testing
CI/CD & DevOps
AI Monitoring & Evaluation
Ongoing Product Development
Software Maintenance & Support
PROFESSIONAL SERVICES TECHNOLOGY MYTHS V/S REALITY
Myth
AI will replace the expertise our clients are paying us for.
Reality
The strongest use cases typically remove repetitive information work around professionals, including search, document processing, preparation, reporting, and administration, while people retain responsibility for judgment and client advice.
Myth
Our processes are too customized to automate.
Reality
Not every step needs to be standardized. Software and AI can handle repeatable portions of a workflow while preserving approvals, exceptions, and client-specific judgment.
Myth
Custom software means replacing all of our existing tools.
Reality
New applications, SaaS products, portals, AI capabilities, and automation can often be built around existing CRM, project, document, and financial systems using APIs and integrations.
Myth
We need to hire a complete engineering team before building a digital product.
Reality
GrayCyan can own an MVP or complete product build, provide a dedicated development team, or add specific engineering resources alongside your existing technology organization.
WHY GRAYCYAN
What actually sets us apart
01
Business Process + Product Engineering
We start by understanding how the service is actually delivered before determining what should be productized, built, automated, or integrated.
02
AI + Full-Stack Software
AI rarely exists by itself. We build the interfaces, APIs, databases, integrations, permissions, cloud infrastructure, and business logic required around it.
03
From MVP to Production
We can take a SaaS or custom software idea from product definition and MVP through architecture, development, integrations, QA, deployment, and ongoing improvement.
04
Flexible Engineering Capacity
Use GrayCyan for an end-to-end product build, a defined development workstream, a dedicated engineering team, or additional AI and software resources alongside your existing organization.
05
Senior, Founder-Led Involvement
GrayCyan engagements stay close to senior leadership. Nish, engineer, MBA, and applied AI practitioner since 2018, remains involved from understanding the problem through solution direction and delivery.
how we work
Professional Services Technology Delivery: How GrayCyan Works
Typical timeline
Focused MVPs, features, integrations, and AI capabilities can begin delivering working software in weeks. Larger SaaS products are delivered against a phased roadmap based on scope and complexity.
01
Discovery & Solution Design
We define the business problem, users, client workflows, internal processes, information sources, systems, integrations, and technical requirements. For digital products, this includes MVP scope, architecture, user experience, and the development roadmap.
02
Prototype & Build
Our product, AI, and software teams turn requirements into working software. Development happens iteratively so users and stakeholders can review functionality early and refine what is being built.
03
Integrate, Test & Deploy
We connect the solution with CRM, project tools, documents, databases, accounting systems, APIs, and other applications as required, then move through QA, security, user validation, and production deployment.
04
Scale & Continuously Improve
After launch, we can continue developing features, improving AI capabilities, expanding integrations, refining workflows, or providing ongoing engineering capacity as the roadmap evolves.
PROFESSIONAL SERVICES SYSTEM INTEGRATION
Build Around the Tools Your Business Already Uses
Professional services firms and brokerages have already invested in CRM, project management, accounting, document management, productivity, communication, and industry-specific platforms.
Building something new should not mean replacing those systems.
GrayCyan can build SaaS products, AI applications, client portals, internal software, and automation around the technology already in place. We connect systems through APIs, middleware, databases, and available integration methods so information can move where it is needed.
GRAYCYAN WORKS WITH
Salesforce
HubSpot
Microsoft 365
SharePoint
Microsoft Dynamics
QuickBooks
NetSuite
+ Others
For professional services businesses modernizing their technology environment, the goal should not be replacing tools that already work. Often, the better approach is connecting them, extending them, and building the missing application layer around them.
Whether that means a new SaaS product, client portal, internal platform, knowledge system, AI application, workflow automation, or reporting environment, GrayCyan can build around the systems already used by your team.
2X
Client Growth Supported
Platform improvements created a more scalable foundation for continued customer growth, product development, and new functionality without rebuilding the application from scratch.
Core Systems That Need to Be Replaced
Keep what already works. We build the software, AI, integrations, and application layer around it.
Let’s
Talk
Have a Product, Process, or Technology Roadmap You Want to Move Forward?
Frequently Asked Questions
What technology does GrayCyan build for professional services businesses?
GrayCyan builds SaaS products, MVPs, custom software, mobile and web applications, client portals, internal platforms, AI applications, knowledge systems, workflow automation, integrations, and reporting tools for professional services, advisory, and brokerage businesses.
Can GrayCyan build an MVP or SaaS product around our service?
Yes. We can help turn a repeatable part of your service into a digital product, including product discovery, MVP definition, UX, architecture, frontend and backend development, APIs, AI capabilities, integrations, QA, deployment, and ongoing development.
Can GrayCyan provide engineers to work with our existing team?
Yes. We provide AI engineers, full-stack developers, backend and frontend developers, integration specialists, QA, DevOps, and dedicated development teams for defined initiatives or ongoing engineering capacity.
What professional services work can be automated with AI?
Common opportunities include proposals and RFPs, document processing, knowledge retrieval, client intake, reporting, CRM updates, research support, recurring deliverables, request routing, data movement, and other repetitive administrative workflows.
Does GrayCyan work with real estate and other brokerage businesses?
Yes. We can work with real estate brokerages, commercial brokers, yacht brokers, business brokers, mortgage brokers, insurance brokers, specialty asset brokers, and other relationship-driven intermediaries.
Can GrayCyan build a client portal?
Yes. We can build secure portals for intake, documents, deliverables, collaboration, project or transaction status, approvals, reporting, requests, and other client-facing workflows.
Can AI make our firm’s knowledge searchable?
Yes. RAG and enterprise knowledge systems can connect approved documents, prior deliverables, methodologies, research, project information, policies, and other internal content so employees can search and reuse organizational knowledge more easily.
Can GrayCyan automate proposals and RFP responses?
Yes. AI and software can use approved firm information, prior proposals, project experience, credentials, templates, CRM data, and other knowledge to support proposal and RFP workflows while keeping final review with your team.
Can you integrate with our existing CRM, accounting, and project systems?
Yes. Depending on available interfaces, we can integrate new software with CRM, project management, accounting, document management, productivity, brokerage, and proprietary systems through APIs, middleware, databases, and other integration methods.
Can GrayCyan take a project from idea to production?
Yes. We can own the full lifecycle from discovery, MVP definition, architecture, and UX through AI and software development, integrations, QA, deployment, and ongoing support. We can also join at a specific stage or provide additional engineering capacity where needed.
Let’s
Talk