Applied AI infrastructure for professional services
We don't sell software seats. We build the AI backbone of your practice and charge on the value we deliver alongside you. Across legal, financial services, and advisory practices.
Model Router — selects per task
Data Inputs
Documents
.pdf · .docx · .xlsx
DMS / CRM
Internal systems
Web & APIs
External data feeds
Connectors
Slack · Drive · Notion
Hargreaves & Co. LLP
Agents
M&A Due Diligence
Contract Review
Litigation Discovery
Compliance Check
Tools alone don't transform a firm.
Every professional services firm has heard the pitch. A new AI tool, a chatbot, a document assistant. Teams get a login, nothing changes. The work still piles up. The leverage stays the same. The promise doesn't land.
That's because transformation doesn't happen at the tool level. It happens at the process level: inside specific workflows, for specific clients, across specific service lines. Nobody has time to learn prompting. And nobody should have to.
We sit at the process level.
Not the prompt level.
Novis Agent Platform embeds directly into how your firm runs. Our Forward Deployed Engineers work with your team to understand your practice areas, your client types, and your most critical workflows. Then we build.
Dedicated AI agents
Calibrated to your service model, not a generic starting point.
Purpose-built interfaces
Human-in-the-loop controls your professionals can rely on, every day.
Infrastructure you own
Your team does the work they were trained for. Agents handle the rest.
A different model, entirely.
Selling software seats
Value-based infrastructure partnership
Generic AI workflows
Agents built for your practice and clients
Token reselling
Embedded in your business infrastructure
How we work with you.
A partnership model, not a software deployment.
Discovery
We map your practice areas, client profiles, and the workflows that matter most. Not a generic audit. A real working session with your team.
Build
Our Forward Deployed Engineers design and build dedicated agents on top of our infrastructure. We start from pre-built workflow templates calibrated for legal and financial services, then adapt them to your specific practice, jurisdiction, and client base. Custom data pipelines and interfaces included.
Deploy and iterate
Agents go live inside your team. We stay on, refine, and expand as your needs evolve. New mandates, new clients, new service lines. We build for those too.
Align on value
Engagements start at $100K per year, covering platform setup, your Forward Deployed Engineer, and up to three agents. Beyond the baseline, pricing scales with the value the agents deliver into your service chain.
Built on serious infrastructure.
Every agent we build runs on the Novis platform, purpose-engineered for the precision and traceability that professional services demand.
Novis Smart
GPT-5.4
Claude Sonnet 4.6
Gemini 3.1 Pro
Grok 4.3
Mistral Medium 3
Multi-LLM agnostic
Agents run on any model: GPT, Claude, Gemini, Grok, Mistral. We select or blend the right model per task. You never lock in.
Any format · One pipeline · No preprocessing
Advanced document ingestion
Any document type: contracts, filings, data rooms, emails, audio, video, websites. One pipeline, no preprocessing headaches.
Counterparty_MSA_v3.pdf
p. 14 · §12.3
Every output pinned to source · doc · page · paragraph
Traceable output with citations
Every output is pinned to its source: document, page, paragraph. No black box. Your team reviews with full context.
Internal KB · external sources · one unified result
Hybrid agentic research
We index your firm's entire knowledge base and combine it with external sources — case law, financial data, regulatory feeds, and market intelligence — into one unified agent workflow.
3
Risk flags
102
Clauses
253
Entities
Mass extraction and analysis
Review thousands of documents, extract structured data, surface risk flags. What took weeks takes hours.
Native document creation and editing
Agents produce and edit real .docx, .pptx, and .xlsx files with redlining, tracked changes, and formatting. Output you can hand to a client directly.
Internal and external connectors
Connect to your DMS, CRM, court databases, regulatory feeds, or financial data sources. Agents operate across your full data environment.
Agent drafting…
Risk Summary — FCA Q2
Human-in-the-loop interfaces
Custom workflows with review steps, approval gates, and exception handling built in. AI does the heavy lifting. Your professionals stay in control.
Agents
Data
Interface
Full Novis stack — your environment
Nothing shared · Nothing external
Private VPC deployment
For firms with strict data sovereignty requirements. The full Novis stack runs inside your own cloud account: AWS, Azure, or GCP. Nothing shared, nothing external.
Use-case examples.
We start from pre-built templates for each practice area, then adapt them precisely to how your firm operates.
Aligned on outcomes, not headcount.
No seat licensing. No token overages. A structured partnership priced on the value we deliver into your service chain.
Platform baseline
Minimum engagement. Covers everything needed to go live and stay live.
What you don't pay for
Per-seat licensing
We don't charge per user
Unused capacity
No minimum consumption floors
Token overages
No surprise compute bills
Off-the-shelf tools
Everything is built for your practice
Priced on value delivered
Time recovered per engagement
Hours saved across your workflows
Cost reduction in delivery
Lower cost to service each client
Revenue enabled
New capacity to take on more work
Business outcomes
Metrics you already track
Scope, agents, and value metrics are defined together before we begin.
Who this is for.
We work with firms of any size. The starting point is ambition, not headcount.
Law firms
Boutique to full-service. Practice areas including M&A, litigation, compliance, finance, real estate, and more. Any jurisdiction.
Corporate teams
Legal, compliance, procurement, finance, and ops teams that need real leverage without adding headcount. We build for your internal workflows, systems, and regulatory requirements.
Private equity and investment firms
Deal teams that need speed and precision across sourcing, diligence, and portfolio management. We plug into how your process already works.
Tax, accounting, and advisory firms
The same infrastructure adapts to the precision-driven workflows of tax and advisory practices. Document-heavy, regulation-sensitive, deadline-driven. Exactly the environment agents are built for.
Common questions.
What does it cost?
Does our team need to learn anything new?
How long does it take to get started?
Is our client data secure?
We're a smaller firm. Is this for us?
What if we need something built for a specific engagement or client?
We have strict data sovereignty requirements. Can you deploy inside our own infrastructure?
Ready to build?
Tell us about your practice. We'll tell you what we can build for it, and what that could mean for how you deliver work.
No demo scripts. No generic decks. A real conversation about your firm and your workflows.
Contact us