Intelligent web agents for enterprises that have outgrown rule-based automation. Point Sift at any website, give it a task in plain language, and it navigates, extracts, and delivers — exactly like a human analyst, at machine speed.
Rule-based bots depend on static selectors, fixed workflows, and predictable page structure. The web is none of those things.
Portal redesign, login flow change, new CAPTCHA — any update breaks your bot. A developer patches it. It breaks again.
One bot per task. Minor variation — different year, different file format — requires a full rebuild.
Bots execute steps. They cannot adapt, infer intent, or recover from unexpected states. Humans still fix exceptions manually.
As your data needs grow, so does your library of fragile scripts. The automation itself becomes a liability.
"Some teams reach us after months of trying to make the old approach work. Others get ahead of it. Either way — Sift is the architecture that ends the cycle."
— StoneBrite Solutions, Product TeamA two-tier agentic architecture: an orchestrator that plans and coordinates, and a browser agent that executes with full visual understanding.
No selectors, no workflow builders. Describe the task in plain English or upload a document — Sift interprets and executes.
Sees the page as a human does — screenshots plus DOM structure. Handles React dropdowns, modals, multi-step flows, and authenticated portals.
PDFs, Excel files, ZIPs, CSVs — Sift triggers real browser downloads, not preview links. Files land in your storage, ready to use.
Every session returns clean structured data — JSON, markdown summary — alongside raw files. Pipe directly into your systems.
Real-time screenshots and a step-by-step activity log stream as the agent works. Full visibility, no black box.
Every time Sift visits a website it builds a knowledge base: where things are, how navigation works, what quirks exist. On repeat visits it loads that knowledge before the session starts — skipping re-exploration entirely.
Knows which dropdowns are custom React, which links open previews vs. downloads, where hidden menus live.
Tasks that took 12 steps on the first visit complete in 4 on the fifth. Lower latency, lower token cost, higher reliability.
When a site changes, Sift detects it, re-explores, and updates its knowledge — no manual intervention required.
Any workflow where humans currently browse, click, and copy — Sift automates at scale.
Automatically retrieve annual reports, quarterly filings, and compliance documents from exchange portals, regulatory databases, and government repositories.
Pull structured pricing data, rates, and disclosures from multiple financial portals into a single normalised feed — without fragile API wrappers.
Track product availability, pricing changes, and document updates across supplier portals. Trigger alerts when conditions change.
Gather company filings, ownership records, and compliance certificates from government registries — tasks that previously required analyst hours.
Monitor competitor pricing pages, press releases, job postings, and product updates across dozens of sources — structured and delivered on schedule.
Any multi-step research or document retrieval workflow currently done manually by analysts — Sift handles it at machine speed with full auditability.
Sift ships with the controls, auditability, and deployment flexibility that enterprise procurement and security teams require.
Every agent action is logged — URL visited, element clicked, file downloaded, screenshot captured, tokens used, timestamp, cost. Immutable, exportable, per-session.
Deployed on your infrastructure — on-premise, your cloud tenant, or air-gapped. No extracted data transits StoneBrite servers. Your data never leaves your environment.
Granular RBAC: define who can create sessions, which sites are permitted, and who can access results. Integrated with your existing SSO / identity provider.
Allowlist/blocklist domains. Set maximum session durations, step limits, and cost ceilings per team or user. Enforce usage policies programmatically via API.
Real-time session dashboards, token usage tracking, cost attribution per team, and webhook notifications on completion or failure. Integrates with your SIEM.
REST + WebSocket API. Trigger sessions programmatically, receive structured results, integrate file delivery into your existing data pipelines and RPA platforms.
| Capability | Sift | RPA / Bots | Manual |
|---|---|---|---|
| Adapts when site layout changes | ✓ | ✗ | ✓ |
| No code or selectors required | ✓ | ✗ | ✓ |
| Handles dynamic / React UIs | ✓ | ~ | ✓ |
| Authenticated portals | ✓ | ~ | ✓ |
| Natural language task input | ✓ | ✗ | ✓ |
| Actual file downloads to disk | ✓ | ~ | ✓ |
| Full immutable audit trail | ✓ | ~ | ✗ |
| Improves with repeat visits | ✓ | ✗ | ~ |
| On-premise deployment | ✓ | ✓ | ✓ |
| Zero maintenance burden | ✓ | ✗ | ✗ |
Sift runs entirely within your environment. No data leaves your perimeter.
Full on-premise deployment on your Kubernetes cluster. Air-gapped environments supported. Local LLM options available for maximum data isolation.
Deployed into your AWS, Azure, or GCP account. We manage the deployment; your data, credentials, and extracted files stay in your cloud.
REST + WebSocket APIs for embedding Sift into your existing automation stack, RPA platform, or internal tooling. Full programmatic control.
We run Sift against your specific workflows in a 2-week engagement. You see results on your real tasks before any procurement decision.
