Services — AI Solutions
AI that works inside your business, not alongside it
We build custom AI assistants, agents, and data intelligence systems that plug into your existing stack — so your team gets real leverage, not a disconnected demo.


Trusted by teams putting AI to work
Built for · Engineering Teams
AI infrastructure your platform team can own
Off-the-shelf AI tools leak context, break compliance, and stop short of your stack. Render ships LLM platforms that integrate with your repos, your runbooks, and your IdP — under your control.
Our core AI offerings
Every engagement starts with the specific job to be done — then we select and configure the right AI approach to match, integrating it with your existing systems from day one.
Custom AI Assistants
Conversational AI built on your data, trained on your tone, and connected to your systems — for customers, staff, or both.
Web chat, WhatsApp, and voice channels supported
Knowledge grounded in your real documentation and CRM data
Human escalation paths and review logging built in as standard
AI Agents & Automation
Agents that carry out multi-step tasks autonomously — from lead qualification to back-office processing — and report back when they need a human.
End-to-end workflow automation with decision branching and exception handling
CRM, helpdesk, and database write-back included by default
Monitoring dashboards so you see exactly what the agent is doing and why
Document & Data Intelligence
AI that ingests messy, unstructured inputs and outputs clean, structured data your systems can act on immediately.
Multi-format support: PDFs, images, spreadsheets, and form submissions
Custom extraction schemas matched to your downstream data model
Confidence scoring and exception routing to keep accuracy high at scale
Three ways AI creates leverage for your business

Assist
Custom AI assistants that answer questions, draft responses, and surface the right information — for customers and staff alike.

Automate
Agentic workflows that handle multi-step tasks end to end — qualifying leads, processing requests, and triggering actions without manual input.

Analyze
Document and data intelligence that reads, extracts, and interprets — turning unstructured inputs into clean, actionable outputs.
AI built for the work your team already does
Off-the-shelf AI tools bolt on and get ignored. We take a different approach — embedding AI into the specific workflows, systems, and interfaces your team uses every day, so adoption is immediate and the impact is measurable.

- AI that handles the volume so your support team handles the complexity.
- Chat and WhatsApp assistants that resolve common queries instantly, around the clock
- Copilots that suggest replies and surface relevant docs during live agent conversations
- Seamless escalation with full conversation context handed to the human agent
- Consistent, on-brand answers drawn from your real knowledge base — not generic responses
- Staff get answers in seconds instead of digging through docs and asking colleagues.
- Natural-language search across your internal policies, procedures, and historical records
- AI assistants that draft, summarize, and translate internal communications on demand
- Role-scoped access so each team member sees only what they're permitted to query
- Plugs into Slack, Teams, your intranet, or any interface your team already uses
- AI that reads forms, invoices, and contracts so your team doesn't have to.
- Structured data extraction from PDFs, scanned forms, and multi-format document uploads
- Validation rules that flag anomalies and route exceptions for human review
- Direct output into your CRM, ERP, or database — no copy-paste, no re-keying
- Audit trail attached to every processed document for compliance and traceability
Internal copilots
Code-aware assistants grounded in your monorepo, ADRs, and design docs — with audit trails and per-team scoping.
RAG & retrieval
Vector store, chunking, and re-ranking infrastructure that surfaces the right context without rebuilding it every quarter.
Eval & guardrails
Automated regression suites, hallucination scoring, and policy gates so model upgrades ship with confidence.

Case Study
How a professional services firm cut document processing time by 70%
A mid-sized firm was spending 15+ hours a week manually keying data from intake forms. We deployed a document intelligence pipeline that automated extraction and CRM entry — reducing processing time from days to minutes.

On Demand Webinar
From AI experiment to AI that earns its place: a practical guide
Most AI pilots fail not because the technology is wrong but because the integration is shallow. In this session, our team walks through what separates AI systems that stick from the ones that get shelved after 90 days.

3.5×
Faster PR review cycles
62%
Reduction in on-call paging
100%
Self-hosted, VPC-resident
9 days
From kickoff to staging
AI you can deploy with confidence
Your data stays yours We build AI systems with strict data boundaries — your customer information, documents, and business data are never used to train third-party models or shared outside your environment.
Grounded and accurate Every AI response is anchored to your real knowledge base and live system data — not hallucinated from generic training. Source attribution is attached so your team can verify at a glance.
Integrates with your systems Our AI connects to the tools you already use — your CRM, helpdesk, ERP, or custom platform — reading and writing data in real time so it always reflects the current state of your business.
Expert-implemented from day one You get a dedicated team that scopes, builds, tests, and hands over your AI system with full documentation and a defined support path — not a self-serve tool and a knowledge base.
What our clients say
We'd talked about using AI for two years but never committed because every vendor wanted us to rip out our existing stack. Render built everything on top of what we already had. Six weeks later, our support team was handling twice the volume with the same headcount.
Head of Operations, B2B SaaS company

Ship AI inside your platform, not around it.
Render embeds with your platform team to design, build, and harden LLM infrastructure your engineers will actually adopt.
Ready to put AI to work in your business?
Tell us the one task that eats the most time or creates the most friction. We'll come back within one business day with a focused, practical next step — no sales deck, no vague roadmap.
Free 30-minute scoping call — we identify the highest-value AI opportunity in your workflow
Proof-of-concept in weeks, not quarters — we prove the value before you commit to a full build
Ongoing support included — we stay involved after launch to tune, improve, and expand the system
